import plotly
plotly.offline.init_notebook_mode()
import cufflinks as cf
cf.go_offline()
cf.set_config_file(theme='ggplot')
from plotly.graph_objs import Bar,Layout, Figure,Data,Scattermapbox,Marker,Scatter,Box

import pandas as pd
import numpy as np

Box plot

import string

N = 100
y_vals = {}
for letter in list(string.ascii_uppercase):
     y_vals[letter] = np.random.randn(N)+(3*np.random.randn())

df=pd.DataFrame(y_vals)

df.head(2)

	A	B	C	D	E	F	G	H	I	J	...	Q	R	S	T	U	V	W	X	Y	Z
0	0.751818	-0.734486	2.18185	3.361464	-0.022562	-0.523472	-5.685544	3.870556	5.080107	4.271300	...	-3.731294	-0.660084	-7.990284	-6.094348	-2.625269	-1.551821	-7.305295	-0.365306	3.969296	-1.272402
1	1.668271	-2.229086	1.40716	3.277071	0.933513	0.220614	-6.137809	3.229383	3.052586	3.443645	...	-3.122820	-1.157002	-5.244890	-4.538380	-3.235980	-0.470701	-8.324971	-0.780766	5.105375	-2.793900

2 rows × 26 columns

data = []

for col in df.columns:
    data.append(Box( y=df[col], name=col, showlegend=False ) )

data.append( Scatter( x = df.columns, y = df.mean(), mode='lines', name='mean' ) )

plotly.offline.iplot(Figure(data=data))

with cufflinks

df.iplot(kind='box')